DocumentCode :
1030316
Title :
A Multipurpose Portable Instrument for Determining Ripeness in Wine Grapes Using NIR Spectroscopy
Author :
Larraín, Manuel ; Guesalaga, Andrés R. ; Agosín, Eduardo
Author_Institution :
Empresa Nacional de Electr. S.A., Santiago
Volume :
57
Issue :
2
fYear :
2008
Firstpage :
294
Lastpage :
302
Abstract :
This paper describes the development of a noninvasive instrument that is designed to measure three parameters of ripeness in wine grapes, i.e., sugar (Brix), pH, and anthocyanin concentration. The instrument is based on near-infrared spectroscopy, and it comes in contact with the berry in the cluster without altering its ripening process. A thorough description of the calibration process for the instrument is done for the different grape varieties, e.g., Cabernet Sauvignon, Carmenere, Merlot, Pinot Noir, and Chardonnay. Samples from vineyards located in the Maipo Valley (Chile) taken during the 2003 season were processed to develop calibration models using partial least squares techniques. The models were validated in terms of root mean square error of validation and R2 indices. The results show the great potential of this technique regarding Brix and pH measurements. For the anthocyanin concentration measurements, the results are promising but require an accurate procedure to obtain reference values for model calibration. The instrument can be useful for sampling strategies that look for optimum harvest schedules according to grape maturity in terms of not only sugar content but also pH and anthocyanin concentration.
Keywords :
beverages; biochemistry; crops; infrared spectroscopy; least squares approximations; mean square error methods; nondestructive testing; pH measurement; portable instruments; spectrochemical analysis; sugar; Brix measurement; Chile; Maipo Valley; NIR spectroscopy; anthocyanin concentration measurement; multipurpose portable instrument; near-infrared spectroscopy; noninvasive instrument; pH measurement; partial least squares techniques; ripeness determination; ripening process; root mean square error; wine grapes; Alcoholism; Calibration; Infrared spectra; Instruments; Least squares methods; Light scattering; Pipelines; Root mean square; Sampling methods; Spectroscopy; Anthocyanins; Brix; grapes; near infrared (NIR); pH; ripeness; spectroscopy;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2007.910098
Filename :
4427388
Link To Document :
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